izv. prof. dr. sc. Mihaela Vranić

Associate professor, Department of Electrical Engineering Fundamentals and Measurements

Location:
Public phone number:
6129-602
Internal phone number:
102

A Combinatorial Approach in Predicting the Outcome of Tennis Matches

Šarčević, Ana ; Vranić, Mihaela ; Pintar, Damir
2021.
International Journal of Applied Mathematics and Computer Science

Modeling In-Match Sports Dynamics Using the Evolving Probability Method

Šarčević, Ana ; Pintar, Damir ; Vranić, Mihaela ; Gojsalić, Ante
2021.
Applied Sciences-Basel

Data Set Synthesis Based on Known Correlations and Distributions for Expanded Social Graph Generation

Petricioli, Lucija ; Humski, Luka ; Vranic, Mihaela ; Pintar, Damir
2020.
IEEE Access

Analysis of Facebook Interaction as Basis for Synthetic Expanded Social Graph Generation

Humski, Luka ; Pintar, Damir ; Vranić, Mihaela
2019.
IEEE access

Improved Visualization of Frequent Itemset Relationships Using the Minimal Spanning Tree Algorithm

Vranić, Mihaela ; Pintar, Damir ; Škopljanac- Mačina, Frano
2019.
Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku

Game-to-Game Prediction of NBA Players’ Points in Relation to Their Season Average

Zovak, Trpimir ; Sarcevic, Ana ; Vranic, Mihaela ; Pintar, Damir ;
2019.
42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)

Social network analysis - examples from practice

Vranić, Mihaela
2018.
Women in Data Science 2018.

Exploratory analysis of pairwise interactions in online social networks

Humski, Luka ; Pintar, Damir ; Vranić, Mihaela
2018.
Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije

Annotating Exam Questions Through Automatic Learning Concept Classification

Pintar, Damir ; Begušić, Domagoj ; Škopljanac- Mačina, Frano ; Vranić, Mihaela
2018.
The 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2018)

Automatic extraction of learning concepts from exam query repositories

Pintar, Damir ; Begušić, Domagoj ; Škopljanac- Mačina, Frano ; Vranić , Mihaela
2018.
Journal of communications software and systems

SNA-based artificial call detail records generator

Murtić, Alen ; Maljić, Matija ; Gruičić, Stribor-Ladislav ; Pintar, Damir ; Vranić, Mihaela
2018.
41st international convention on information and communication technology, electronics and microelectronics

Streamlining visualisation of geographical data through statistical programming tools

Brebric, Marina ; Vranic, Mihaela ; Pintar, Damir
2018.
First International Colloquium on Smart Grid Metrology (SmaGriMet)

Social network analysis - examples from practice

Dalbelo Bašić, Bojana ; Vranić, Mihaela ; Pintar, Damir ; Humski, Luka
2017.
Hrvatska aktuarska konferencija 2017.

Applying the Binary Classification Methods for Discovering the Best Friends on an Online Social Network

Stupalo, Maja ; Ilić, Juraj ; Humski, Luka ; Skočir, Zoran ; Pintar, Damir ; Vranić, Mihaela
2017.
14th International Conference on Telecommunications ConTEL 2017

Applying the Multiclass Classification Methods for the Classification of Online Social Network Friends

Sever, Nikolina ; Humski, Luka ; Ilić, Juraj ; Skočir, Zoran ; Pintar, Damir ; Vranić, Mihaela
2017.
2017 International Conference on Software, Telecommunications and Computer Networks

Proof of Concept for Comparison and Classification of Online Social Network Friends Based on Tie Strength Calculation Model

Ilić, Juraj ; Humski, Luka ; Pintar, Damir ; Vranić, Mihaela ; Skočir, Zoran
2016.
6th interantional conference on information society and technology

Automated extraction and visualization of learning concept dependencies using Q-matrices and exam results

Vranić, Mihaela ; Pintar, Damir ; Humski, Luka
2016.
24th International Conference on Software, Telecommunications and Computer Networks - SoftCOM 2016

University Social Network Benefits Analysis and Proposed Framework

Vranić, Mihaela ; Pintar, Damir ; Humski, Luka ; Skočir, Zoran ; Škopljanac-Mačina, Frano ; Brstilo, Ivana ; Đuho, Nika ; Klasnić, Kristina ; Mališa, Snježana ; Žuković, Ana Marija
2016.
24th International Conference on Software, Telecommunications and Computer Networks - SoftCOM 2016

Towards better understanding of frequent itemset relationships through tree-like data structures

Vranić, Mihaela ; Pintar, Damir ; Banek, Marko
2015.
Expert systems with applications

Outlier Detection as the Primary Step for Promotion Planning in Retail

Banek, Marko ; Osrečki, Dinko ; Vranić, Mihaela ; Pintar, Damir
2015.
miproBIS, International Conference on Business Intelligence Systems, in conjunction with MIPRO 2015, 38th International Convention

The impact of training data tailoring on demand forecasting models in retail

Karan, Mladen ; Pintar Damir ; Skočir Zoran ; Vranić Mihaela ; Alajković, Adrian ; Milojević, Jelena ; Pleša, Marina
2014.
MIPRO 2014

Analysis and application of data models in business intelligence

Skočir, Zoran ; Vrdoljak, Boris ; Banek, Marko ; Pintar, Damir ; Vranić, Mihaela ; Humski, Luka
2014.

Promotional Forecast Model for Fast Moving Consumer Goods Stores

Alajković, Adrian ; Banek, Marko ; Dalbelo Bašić, Bojana ; Humski, Luka ; Kalpić, Damir ; Karan, Mladen ; Milojević, Jelena ; Pintar, Damir ; Pleša, Marina ; Skočir, Zoran ; Vranić, Mihaela ; Vrdoljak, Boris
2014.

Relationships between Distance Measures Adopted for Transactional Data Analysis

Vranić, Mihaela ; Pintar, Damir ; Skočir, Zoran
2013.
12th International Conference on Telecommunications

Analysis of data models for business intelligence and measuring for data transmission

Skočir, Zoran ; Vrdoljak, Boris ; Banek, Marko ; Pintar, Damir ; Vranić, Mihaela
2013.

The impact of threshold parameters in transactional data analysis

Vranić, Mihaela ; Pintar, Damir ; Banek, Marko
2012.
35th International ICT Convention – MIPRO 2012

Adapting hierarchical clustering distance measures for improved presentation of relationships between transaction elements

Vranić, Mihaela ; Pintar, Damir ; Gamberger, Dragan
2012.
Journal of information and organizational sciences

Integrating quantitative attributes in hierarchical clustering of transactional data

Vranić, Mihaela ; Pintar, Damir ; Skočir, Zoran
2012.
Lecture Notes in Artificial Intelligence

Business intelligence and electronic commerce

Bagić, Igor ; Banek, Marko ; Batur, Vesna ; Humski, Luka ; Javor, Igor ; Jurić, Damir ; Kraljević, Hrvoje ; Krpan, Mate ; Kušek, Mario ; Lovrek, Ignac ; Ljubičić, Hrvoje ; Paić-Karega, Marko ; Pejaković, Ivo ; Pintar, Damir ; Podobnik, Vedran ; Skočir, Zoran ; Sović, Dalibor ; Stipetić, Hrvoje ; Štriga, Darko ; Vranić, Mihaela ; Vrdoljak, Boris ; Vuković, Marin
2012.

Designing concise representation of correlations among elements in transactional data

Vranić, Mihaela
2011.

Bibliography of the female authors in the local collection of Gradska knjižnica Đurđevac

Vranić, Mihaela
2011.

Improvement of Hierarchical Clustering Results by Refinement of Variable Types and Distance Measures

Pinjušić Ćurić, Sofija ; Vranić, Mihaela ; Pintar, Damir
2011.
Automatika – Journal for Control, Measurement, Electronics, Computing and Communications

Business intelligence and electronic commerce

Bagić, Igor ; Banek, Marko ; Gledec, Gordan ; Furdek, Pero ; Javor, Igor ; Jurić, Damir ; Kraljević, Hrvoje ; Krpan, Mate ; Kušek, Mario ; Lovrek, Ignac ; Ljubičić, Hrvoje ; Matijašević, Maja ; Paić-Karega, Marko ; Pandžić, Igor. S. ; Pejaković, Ivo ; Pintar, Damir ; Podobnik, Vedran ; Skočir, Zoran ; Sović, Dalibor ; Stipetić, Hrvoje ; Vranić, Mihaela ; Vrdoljak, Boris ; Vuković, Marin
2011.

Influence of Distance Measure Choice On the Results of Hierarchical Clustering

Pinjušić, Sofija ; Vranić, Mihaela
2010.
33rd international convention on information and communication technology, electronics and microelectronics - MIPRO 2010 - Business Intelligence Systems

Building an application - generation of ‘items tree’ based on transactional data

Vranić, Mihaela ; Pintar , Damir ; Skočir , Zoran
2010.

Generation and Analysis of Tree Structures Based on Association Rules and Hierarchical Clustering

Vranić, Mihaela ; Pintar, Damir ; Skočir, Zoran
2010.
Fifth International Multi-conference on Computing in the Global Information Technology

Business intelligence and electronic commerce

Bagić, Igor ; Banek, Marko ; Čavrak, Igor ; Gledec, Gordan ; Furdek, Pero ; Javor, Igor ; Jurić, Damir ; Kraljević, Hrvoje ; Krpan, Mate ; Kušek, Mario ; Lovrek, Ignac ; Ljubičić, Hrvoje ; Matijašević, Maja ; Paić-Karega, Marko ; Pandžić, Igor.S. ; Paunović, Vlatka ; Pejaković, Ivo ; Pintar, Damir ; Skočir, Zoran ; Sović, Dalibor ; Stipetić, Hrvoje ; Tomić, Siniša ; Vranić, Mihaela ; Vrdoljak, Boris ; Vuković, Marin ; Žagar, Mario
2010.

Metadata-Driven SOA-Based Application for Facilitation of Real-Time Data Warehousing

Pintar, Damir ; Vranić, Mihaela ; Skočir, Zoran
2009.
Lecture notes in computer science

Business intelligence and electronic commerce

Banek, Marko ; Dembitz, Šandor ; Gledec, Gordan ; Furdek, Pero ; Javor, Igor ; Jurić, Damir ; Krpan, Mate ; Kušek, Mario ; Lovrek, Ignac ; Ljubičić, Hrvoje ; Paić-Karega, Marko ; Pejaković, Ivo ; Pintar, Damir ; Skočir, Zoran ; Sović, Dalibor ; Vranić, Mihaela ; Vrdoljak, Boris
2009.

Data Mining and Statistical Analyses for High Education Improvement

Vranić, Mihaela ; Pintar, Damir ; Skočir, Zoran
2008.
31st international convention on information and communication technology, electronics and microelectronics - MIPRO 2008

E-business infrastructure for supporting the integration of tourist services

Banek, Marko ; Jurić, Damir ; Pintar, Damir ; Skočir, Zoran ; Vranić, Mihaela ; Vrdoljak, Boris
2008.
50th International Symposium ELMAR-2008

Business Intelligence and e-business

Banek, Marko ; Dembitz, Šandor ; Gledec, Gordan ; Jurić, Damir ; Kos, Mladen ; Krpan, Mate ; Kušek, Mario ; Lovrek, Ignac ; Pejaković, Ivo ; Pigac, Danko ; Pintar, Damir ; Skočir, Zoran ; Vranić, Mihaela ; Vrdoljak, Boris
2008.

Application of business intelligence in academic environment

Vranić, Mihaela
2007.

The use of data mining in education environment

Vranić, Mihaela ; Pintar, Damir ; Skočir, Zoran
2007.
9th International Conference on Telecommunications - ConTEL 2007

Intelligent Data Sources and Integrated Data Repository as a Foundation for Business Intelligence Analysis

Pintar, Damir ; Skočir, Zoran ; Vranić, Mihaela
2007.
15. International Conference on Software, Telecommunications & Computer Networks - SoftCOM 2007

Business intelligence and e-businnes.

Banek, Marko ; Frleta, Dubravko ; Gaberšnik, Zdravko ; Gledec, Gordan ; Gracin, Josip ; Javor, Igor ; Jurić, Damir ; Kos, Mladen ; Krpan, Mate ; Laušić, Ante ; Lovrek, Ignac ; Pigac, Danko ; Pintar, Damir ; Sić, Kristijan ; Skočir, Zoran ; Stipetić, Hrvoje ; Šimunić, Marina ; Vranić, Mihaela ; Vrdoljak, Boris
2007.

Business Intelligence and e-business

Bagić, Igor ; Banek, Marko ; Gledec, Gordan ; Laušić, Ante ; Jurić, Damir ; Lovrek, Ignac ; Pintar, Damir ; Podobnik, Vedran ; Skočir, Zoran ; Šimunić, Marina ; Vranić, Mihaela ; Vrdoljak, Boris
2006.

Business Service Interface Structure

Vranić, Mihaela ; Pintar, Damir ; Skočir, Zoran
2004.
12th IEEE Mediterranean Electrotechnical Conference, MELECON 2004

B2B e-commerce

Bagić, Igor ; Banek, Marko ; Lovrek, Ignac ; Magdalenić, Ivan ; Matasić, Ivan ; Pejaković, Ivo ; Pintar, Damir ; Pranić, Dražen ; Skočir, Zoran ; Šimunić, Marina ; Topolnik, Marko ; Vranić, Mihaela ; Vrdoljak, Boris ;
2004.

Collaboration-Protocol Profile and Collaboration-Protocol Agreement in B2B transactions

Vrhoci, Mihaela ; Đelmiš, Dubravka ; Maksimović, Jarmila
2002.
MIPRO 2002

Teaching duties

University undergraduate

University graduate

Postgraduate doctoral study programme

Competences

  • Education
    Educational institutions Educational programs Engineering education
  • Professional communication
    Databases Database systems Relational databases Information systems
  • Computational and artificial intelligence
    Machine learning Prediction methods
  • Computers and information processing
    Data mining
  • Engineering management
    Business data processing Business intelligence

Personal data

Graduation year:
2001.
mr.sc. graduation year:
2007.
PhD graduation year:
2011.
Employed in this institution since:
2001.